Dynamic tool discovery and integration techniques
Sage's plug-in architecture supports organizations to quickly access various AI capabilities. The framework can automatically scan the local environment to discover available tools and integrate third-party services through standard API interfaces. Typical examples include: Excel parsing tool to achieve structured data processing, MCP server connection to support distributed computing, external API agent to complete real-time data acquisition.
The system provides a perfect tool management interface, enterprise administrators can enable/disable specific features with one click. Security uses a dual authentication mechanism: .env file to store sensitive keys and mcp_setting.json to configure remote connections. Test data shows that the new tool can be accessed in less than 2 hours, significantly faster than the weekly integration cycle of traditional AI systems. Users have already successfully integrated more than 30 enterprise applications including Salesforce and Tableau.
This answer comes from the articleSage: An Intelligent Multi-Agent Task Decomposition and Collaboration FrameworkThe
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